Research Explorer

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Researcher

José Pedro Pereira dos Santos

Awards & Distinctions

38 Results

2025

Can reinforcement learning be generalized for efficient auto-scaling in containerized clouds?

José Pedro Pereira dos SantosE. ReppasTim WautersBruno VolckaertFilip De Turck

Gwydion : efficient auto-scaling for complex containerized applications in Kubernetes through Reinforcement Learning

José Pedro Pereira dos SantosEfstratios ReppasTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

HephaestusForge : optimal microservice deployment across the Compute Continuum via Reinforcement Learning

José Pedro Pereira dos SantosMattia ZaccariniFilippo PoltronieriMauro TortonesiCesare StefanelliNicola Di CiccoFilip De Turck

A1 Journal Article in FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

2024

A multiobjective metaheuristic-based container consolidation model for cloud application performance improvement

Vincent BrackeJosé Pedro Pereira dos SantosTim WautersFilip De TurckBruno Volckaert

A1 Journal Article in JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

ChronosGuard : a hierarchical machine learning intrusion detection system for modern clouds

Miel VerkerkenJosé Pedro Pereira dos SantosLaurens D'hoogeTim WautersBruno VolckaertFilip De Turck

Demonstrating the energy consumption of radio access networks in container clouds

V. GudepuR.R. TellaC. CentofantiJosé Pedro Pereira dos SantosA. MarottaK. Kondepu

EARNEST : experimental analysis of RAN energy with open-source software tools

Venkateswarlu GudepuBhargav ChirumamillaRajashekhar Reddy TellaAbhishek BhattacharyyaShubh AgarwalLavanya MalakalapalliCarlo CentofantiJosé Pedro Pereira dos SantosKoteswararao Kondepu

Efficient microservice deployment in Kubernetes multi-clusters through reinforcement learning

José Pedro Pereira dos SantosM. ZaccariniF. PoltronieriM. TortonesiC. StefanelliN. Di CiccoFilip De Turck

Impact of power consumption in containerized clouds : a comprehensive analysis of open-source power measurement tools

Carlo CentofantiJosé Pedro Pereira dos SantosVenkateswarlu GudepuKoteswararao Kondepu

A1 Journal Article in COMPUTER NETWORKS

Multi-objective scheduling and resource allocation of Kubernetes replicas across the compute continuum

N. Di CiccoF. PoltronieriJosé Pedro Pereira dos SantosM. ZaccariniM. TortonesiC. StefanelliFilip De Turck

Reinforcement learning-driven service placement in 6G networks across the compute continuum

A. Ocampo PalaciaJosé Pedro Pereira dos Santos

Remote immersive audio production : state of the art implementation, challenges, and improvements

Stefano GiacomelliCarlo CentofantiJosé Pedro Pereira dos SantosMauro GalbiatiTiziano SalviFabio GraziosiClaudia Rinaldi

Towards cloud-native virtual reality applications : state-of-the-art and open challenges

José Pedro Pereira dos Santos

Towards intent-based scheduling for performance and security in edge-to-cloud networks

José Pedro Pereira dos SantosEddy TruyenChristoph BaumannFilip De TurckGerald BudigiriWouter Joosen

Towards optimal load balancing in multi-zone Kubernetes clusters via reinforcement learning

José Pedro Pereira dos SantosTim WautersFilip De TurckPeter Steenkiste

2023

Diktyo : network-aware scheduling in container-based clouds

José Pedro Pereira dos SantosChen WangTim WautersFilip De Turck

A1 Journal Article in IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT

Efficient management in fog computing

José Pedro Pereira dos SantosTim WautersFilip De Turck

Online dynamic container rescheduling for improved application service time

Vincent BrackeGillis WerrebrouckJosé Pedro Pereira dos SantosTim WautersFilip De TurckBruno Volckaert

A1 Journal Article in JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

Performance impact of queue sorting in container-based application scheduling

José Pedro Pereira dos SantosMiel VerkerkenLaurens D'hoogeTim WautersBruno VolckaertFilip De Turck

Recent advances in container orchestration : network-aware scheduling in container clouds

José Pedro Pereira dos SantosChen Wang

gym-hpa : efficient auto-scaling via reinforcement learning for complex microservice-based applications in Kubernetes

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

2022

Efficient resource allocation in a fog computing environment

José Pedro Pereira dos SantosFilip De TurckTim Wauters

2021

Efficient orchestration of service chains in fog computing for immersive media

José Pedro Pereira dos SantosJeroen van der HooftMaria Torres VegaTim WautersBruno VolckaertFilip De Turck

Reinforcement learning for service function chain allocation in fog computing

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

Bookchapter in Communication networks and service management in the era of artificial intelligence and machine learning

Resource provisioning in fog computing through deep reinforcement learning

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

SRFog : a flexible architecture for Virtual Reality content delivery through Fog Computing and Segment Routing

José Pedro Pereira dos SantosJeroen van der HooftMaria Torres VegaTim WautersBruno VolckaertFilip De Turck

Towards end-to-end resource provisioning in Fog Computing over Low Power Wide Area Networks

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Towards low-latency service delivery in a continuum of virtual resources : state-of-the-art and research directions

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in IEEE COMMUNICATIONS SURVEYS AND TUTORIALS

2020

Efficient application deployment in fog-enabled infrastructures

L.N. VijouyehM. SabaeiJosé Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

Live demonstration of service function chaining allocation in Fog Computing

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

Towards delay-aware container-based Service Function Chaining in Fog Computing

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

2019

Resource provisioning in fog computing : from theory to practice

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in SENSORS

Towards network-aware resource provisioning in Kubernetes for Fog computing applications

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

2018

Anomaly detection for Smart City applications over 5G low power wide area networks

José Pedro Pereira dos SantosPhilip LerouxTim WautersBruno VolckaertFilip De Turck

City of things : enabling resource provisioning in smart cities

José Pedro Pereira dos SantosThomas VanhoveMerlijn SebrechtsThomas DupontWannes KerckhoveBart BraemGregory Van SeghbroeckTim WautersPhilip LerouxSteven Latré et al.

A1 Journal Article in IEEE COMMUNICATIONS MAGAZINE

Fog computing : enabling the management and orchestration of smart city applications in 5G networks

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

A1 Journal Article in ENTROPY

Towards dynamic fog resource provisioning for smart city applications

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck

2017

Resource provisioning for IoT application services in Smart Cities

José Pedro Pereira dos SantosTim WautersBruno VolckaertFilip De Turck